Crowdfunding

The subject of the dataset is crowdfunding. This is a form of financing in which different investors give different amounts of money for certain projects. So it is earmarked funding. The basis is the history of a crowdfunding platform. All projects are completed projects, i.e. the crowdfunding period has expired. There are NO duplicates in the record.

The split data record contains the following columns (including meaning):

Import the required modules

Data Preprocessing

Read the data record

Properties

Conclusion

Combine the two dataframes

Missing values

Find out the synonyms

Conclusion
Conclusion

Find out the NA values

Conclusion

Replace the NA values

Conclusion
Conclusion
Conclusion

Memory usage optimization

Conclusion

Visualisation

Sunburst plot

Create a new column for success rate

Conclusion

Bar plot

Conclusion

Choropleth plot

Create a new column for iso country codes

Conclusion p.png